Product × location forecasting · Sample data

Tomorrow, next week and next month—at a glance.

Every product is predicted separately at each location. Combine any scopes below to see one clear store total.

Show meWhole-store forecast

Revenue uses each scope’s observed average sales value per unit.

Values to display Units sold Revenue

TomorrowTue, 11 Aug

Expected sales261 units

Estimated revenueKsh 28,591

Next 7 daysTue, 11 Aug – Mon, 17 Aug

Expected sales2,098 units

Estimated revenueKsh 225,751

Next 30 daysTue, 11 Aug – Wed, 9 Sept

Expected sales8,950 units

Estimated revenueKsh 965,772

Historical backtest score87%

Quantity-weighted across the selected product-location forecasts. This is a historical match score—not the probability that a future number is guaranteed.

7 reliable1 low-confidenceScope range 39%–100%

Directional estimate—use with caution

At least one selected scope has a low historical match or too little validation evidence. Its predicted values remain visible so you can compare them with actual sales and collect better history.

The next seven forecast days

Exactly what the model expects each day

Tue, 11 Aug261 unitsKsh 28,591

Wed, 12 Aug272 unitsKsh 29,435

Thu, 13 Aug292 unitsKsh 31,892

Fri, 14 Aug297 unitsKsh 31,958

Sat, 15 Aug316 unitsKsh 33,385

Sun, 16 Aug349 unitsKsh 37,083

Mon, 17 Aug312 unitsKsh 33,408

Daily prediction chart

Expected sales for every available day

Up to 30 daily periods

Choose products and locations

Build a combined store forecast

The same product at two locations remains two separately validated forecast scopes.

Fresh milk 500ml Nairobi East · MILK-500100%Fresh milk 500ml Kisumu Central · MILK-500100%White bread 400g family loaf with extra-long product naming Nairobi East · BREAD-400100%White bread 400g family loaf with extra-long product naming Kisumu Central · BREAD-400100%Orange juice 1L Nairobi East · JUICE-1L100%Orange juice 1L Kisumu Central · JUICE-1L39%Mango yoghurt 250ml Nairobi East · YOG-250100%Mango yoghurt 250ml Mombasa Dispatch · YOG-250100%

Accuracy by product and location

Know which estimates deserve more trust

Product	Location	Tomorrow	Next 7 days	Historical score	How to read it	Analytics
Fresh milk 500mlMILK-500	Nairobi East	50 units	409 units	100%16 validation days	Strong historical match	Open
Fresh milk 500mlMILK-500	Kisumu Central	28 units	234 units	100%16 validation days	Strong historical match	Open
White bread 400g family loaf with extra-long product namingBREAD-400	Nairobi East	38 units	315 units	100%16 validation days	Strong historical match	Open
White bread 400g family loaf with extra-long product namingBREAD-400	Kisumu Central	24 units	197 units	100%16 validation days	Strong historical match	Open
Orange juice 1LJUICE-1L	Nairobi East	21 units	176 units	100%16 validation days	Strong historical match	Open
Orange juice 1LJUICE-1L	Kisumu Central	60 units	436 units	39%16 validation days	Low historical match	Open
Mango yoghurt 250mlYOG-250	Nairobi East	26 units	213 units	100%16 validation days	Strong historical match	Open
Mango yoghurt 250mlYOG-250	Mombasa Dispatch	14 units	118 units	100%16 validation days	Strong historical match	Open

Improve future forecasts

promotion calendar, inventory availability, more stable sales history, expiry dates, batch inventory.